
Flock's CEO says just gunshots. Its website says more.
Flock's CEO told Disrupt its audio sensors detect "just gunshots", but the company's own product page and FAQ list crashes, fireworks, and sideshows too.
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Flock's CEO told Disrupt its audio sensors detect "just gunshots", but the company's own product page and FAQ list crashes, fireworks, and sideshows too.

Google Research publishes 400+ papers a year, yet the same page hands out free models, datasets and APIs most developers never open. Here is what you can build.

India's Vaani speech corpus has grown to 105 languages and about 31,000 hours on Hugging Face, yet gated access and messy dialect data keep it underused.

Built by the creators of Apache Sedona, Wherobots sells planetary-scale spatial compute in the cloud. Here is what spatial SQL is and what you can build.

As AI labs run short of public training data, brokers buy Slack, emails and code from failed startups to train models—often with little worker consent.

Anthropic tests show small open-weight models can assemble replication steps, but hardware and bandwidth limits make AI worms slow for now.

Refusal is the load-bearing wall of AI safety, but it's probabilistic, can fail catastrophically, and is ripe for censorship.

LMCache unpickles data straight off an unauthenticated socket. One message is RCE, your exposure is one flag wide, and no patch exists.

Autonomous agents made 200,000 requests to a US Department of Education site and threw 13 payloads at Library and Archives Canada. Nothing leaked.

Blue Cross says AI coding tools added $942M to inpatient bills while ICU use and transfusions stayed flat. The proxy metric moved; the patient did not.

Cisco Talos found CLOSEDQUORUM, a Windows implant that lets DeepSeek, Qwen, Mistral and Gemini vote on what it does next, with no human C2 panel at all.

Claude Opus 5.5 ships Fable 5.1-class scores at roughly 40% lower cost than Opus 5, plus always-on thinking and safety rerouting to plan around.